System Identification

Deep learning with transfer functions: new applications in system identification
Shrinkage Strategies for Structure Selection and Identification of Piecewise Affine Models
Identification of hybrid and linear parameter‐varying models via piecewise affine regression using mixed integer programming
A Bias-Correction Approach for the Identification of Piecewise Affine Output-Error Models
Recursive Bias-Correction Method for Identification of Piecewise Affine Output-Error Models
Consistent and computationally efficient estimation for stochastic LPV state-space models: realization based approach
Realization and identification algorithm for stochastic LPV state-space models with exogenous inputs
Kernelized Identification of Linear Parameter-Varying Models with Linear Fractional Representation
Energy Disaggregation using Piecewise Affine Regression and Binary Quadratic Programming
Regularized Moving-Horizon PWA Regression for LPV System Identification